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Diyora Salimova

Observed names: Diyora F. Salimova, Salimova, Diyora, Salimova, Diyora F.
ORCID: 0000-0002-0111-5462
Observed ORCID: 0000-0002-0111-5462
OpenAlex ID: A5075332945
A proof that deep artificial neural networks overcome the curse of dimensionality in the numerical approximation of Kolmogorov partial differential equations with constant diffusion and nonlinear drift coefficients
2021 · Arnulf Jentzen, Diyora Salimova, et al. · Communications in Mathematical Sciences · 104
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Deep neural network approximations for solutions of PDEs based on Monte Carlo algorithms
2022 · Philipp Grohs, Arnulf Jentzen, et al. · Partial Differential Equations and Applications · 41
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Strong convergence of full-discrete nonlinearity-truncated accelerated exponential euler-type approximations for stochastic Kuramoto–Sivashinsky equations
2018 · Martin Hutzenthaler, Arnulf Jentzen, et al. · Communications in Mathematical Sciences · 30
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Strong convergence for explicit space–time discrete numerical approximation methods for stochastic Burgers equations
2018 · Arnulf Jentzen, Diyora Salimova, et al. · Journal of Mathematical Analysis and Applications · 28
Strong and weak divergence of exponential and linear-implicit Euler approximations for stochastic partial differential equations with superlinearly growing nonlinearities
2019 · Beccari, Matteo, Hutzenthaler, Martin, et al. · arXiv (Cornell University) · 22
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Predicting the fiber orientation of injection molded components and the geometry influence with neural networks
2024 · Till Herrmann, Dariusz Niedziela, et al. · Journal of Composite Materials · 12
On stochastic differential equations with arbitrarily slow convergence rates for strong approximation in two space dimensions
2017 · Máté Gerencsér, Arnulf Jentzen, et al. · Proceedings of the Royal Society A Mathematical Physical and Engineering Sciences · 11
Existence, uniqueness, and numerical approximations for stochastic Burgers equations
2020 · Sara Mazzonetto, Diyora Salimova · Stochastic Analysis and Applications · 7
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Space-time deep neural network approximations for high-dimensional partial differential equations
2020 · Hornung, Fabian, Jentzen, Arnulf, et al. · arXiv (Cornell University) · 5
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Approximation properties of residual neural networks for Kolmogorov PDEs
2022 · Jonas Baggenstos, Diyora Salimova · Discrete and Continuous Dynamical Systems - B · 4
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MultiOmicsAgent: Guided Extreme Gradient-Boosted Decision Trees-Based Approaches for Biomarker-Candidate Discovery in Multiomics Data
2025 · Jens Settelmeier, Sandra Goetze, et al. · Journal of Proteome Research · 3
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Existence and uniqueness properties for solutions of a class of Banach space valued evolution equations
2018 · Jentzen, Arnulf, Mazzonetto, Sara, et al. · arXiv (Cornell University) · 3
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MultiOmicsAgent: Guided extreme gradient-boosted decision trees-based approaches for biomarker-candidate discovery in multi-omics data
2024 · Jens Settelmeier, Sandra Goetze, et al. · bioRxiv (Cold Spring Harbor Laboratory) · 2
Numerical approximation results for semilinear parabolic partial differential equations
2019 · Salimova, Diyora · Repository for Publications and Research Data (ETH Zurich) · 1
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Residual neural networks overcome the curse of dimensionality for semilinear heat equations
2026 · Mukhammadiev, Ilkhom, Salimova, Diyora · arXiv (Cornell University)
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Landscape analysis for shallow neural networks: Complete classification of critical points for cubic activation and affine target functions
2026 · Ibragimov, Shokhrukh, Mukhammadiev, Ilkhom, et al. · arXiv (Cornell University)
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Refining Diffusion Models for Motion Synthesis with an Acceleration Loss to Generate Realistic IMU Data
2025 · Häusler, Lars Ole, Uhlenberg, Lena, et al. · arXiv (Cornell University)
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Space-Time Deep Neural Network Approximations for High-Dimensional Partial Differential Equations
2025 · Fabian Hornung, Arnulf Jentzen, et al. · Journal of Computational Mathematics
Weak error analysis for stochastic gradient descent optimization algorithms
2020 · Bercher, Aritz, Gonon, Lukas, et al. · arXiv (Cornell University)
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On an inequality in $l_p(\mathbb C)$ involving Basel problem
2015 · Zarif O. Ibragimov, Diyora F. Salimova · Elemente der Mathematik
Works count: 23
Citation count: 273
H-index: 7
I10-index: 7
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